Bibliographic record
Abstract
Microweiseini Microweisea misella (LeConte) NOVA SCOTIA: Digby County: Brier Island, 3 September 1994, J. Ogden, NSNR; Kings County: Berwick, early July 1941, A. McPhee, ACNS; Berwick, 29 May 1949, M.M. Clarke, ACNS. Newly recorded in Nova Scotia. Broadly distributed across the United States except for the southwest (Gordon 1985); in Canada transcontinental from British Columbia to Newfoundland (McNamara 1991). New Brunswick: Fundy = Bay of Fundy; St J = Saint John River Valley; NW = Northwestern NB; Gulf = Gulf of St. Lawrence. Nova Scotia: North = Northern NS; CB = Cape Breton Island; East = Eastern Shore; South = Southern Shore; Fundy = Bay of Fundy; CA = Canada. Number of county records NB NB: Regions PEI NS NS: Regions New Region Fundy St J NW Gulf North CB East South Fundy records total county records 91 39 31 1 20 41 290 72 50 38 45 85 number of species 39 21 25 1 17 21 41 25 22 30 25 34 average # records/county 6.1 7.8 6.2 0.5 6.7 13.7 16.1 18.0 12.5 19.0 11.3 21.3
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.023 | 0.007 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".